@inbook{a9c48891709b468c93df662172d33f0a,
title = "Run transferable libraries - Learning functional bias in problem domains",
abstract = "This paper introduces the notion of Run Transferable Libraries, a mechanism to pass knowledge acquired in one GP run to another. We demonstrate that a system using these libraries can solve a selection of standard benchmarks considerably more quickly than GP with ADFs by building knowledge about a problem. Further, we demonstrate that a GP system with these libraries can scale much better than a standard ADF GP system when trained initially on simpler versions of difficult problems.",
author = "Maarten Keijzer and Conor Ryan and Mike Cattolico",
year = "2004",
doi = "10.1007/978-3-540-24855-2_63",
language = "English",
isbn = "3540223436",
series = "Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics)",
publisher = "Springer Verlag",
pages = "531--542",
editor = "Riccardo Poli and Owen Holland and Wolfgang Banzhaf and Hans-Georg Beyer and Edmund Burke and Paul Darwen and Dipankar Dasgupta and Dario Floreano and James Foster and Mark Harman and Lanzi, {Pier Luca} and Lee Spector and Tettamanzi, {Andrea G. B.} and Dirk Thierens and Tyrrell, {Andrew M.}",
booktitle = "Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics)",
}